{"id":"W2062334738","doi":"10.1002/prs.11559","title":"Replacement of <scp>HCFC</scp> ‐22 Refrigerants with Ammonia: A Challenge for Hockey Arenas in Quebec","year":2013,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Montreal Protocol; Refrigerant; Ozone layer; Refrigeration; Environmental science; Ozone; Ammonia; Waste management; Population; Treaty; Engineering; Environmental protection; Chemistry; Meteorology; Political science; Geography; Environmental health; Law; Mechanical engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001989061,0.0003410896,0.0005400904,0.000241009,0.00002417515,0.00004189011,0.0004291685,0.0002296789,0.000008229903],"category_scores_gemma":[0.0001239309,0.0002934239,0.00007026925,0.0004394689,0.0001688144,0.0003159851,0.00007292216,0.000279975,0.000007198268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789541,"about_ca_system_score_gemma":0.00006316771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003335304,"about_ca_topic_score_gemma":0.002420299,"domain_scores_codex":[0.998124,0.00001488165,0.0005237303,0.0004220149,0.0003229322,0.0005924325],"domain_scores_gemma":[0.9989062,0.0001229074,0.0001477367,0.0005128716,0.0002346097,0.00007568168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00323856,0.005120695,0.2199473,0.06639494,0.003592348,0.0002302214,0.05256042,0.0741942,0.01232473,0.01310425,0.02716479,0.5221275],"study_design_scores_gemma":[0.03839546,0.005891578,0.09734429,0.01054946,0.0005855859,0.0001687544,0.03750348,0.08903182,0.6143671,0.01997717,0.08172846,0.004456814],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981918,0.008545257,0.00119988,0.0008942968,0.0001532611,0.003446245,0.00004011066,0.001525291,0.002277613],"genre_scores_gemma":[0.9938439,0.000157425,0.003180403,0.00001634743,0.00003403415,0.002518916,0.00001543269,0.00008612608,0.0001473825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6020424,"threshold_uncertainty_score":0.9999518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008029396613942254,"score_gpt":0.2230574457248487,"score_spread":0.2150280491109065,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}